Overlapping Functional Modules Detection in PPI Network with Pairwise Constrained Nonnegative Matrix Tri-Factorization.
Guangming LiuBianfang ChaiKuo YangXuezhong ZhouJian YuPublished in: BCB (2017)
Keyphrases
- functional modules
- protein protein interactions
- ppi networks
- protein interaction networks
- protein complexes
- pairwise
- complex networks
- biological networks
- protein interaction
- information flow
- protein protein interaction networks
- nonnegative matrix tri factorization
- high precision
- biological processes
- markov random field
- high throughput
- computational methods
- network model
- community structure
- network structure
- similarity measure
- biological data
- data mining
- network topology
- social networks